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Just the news: Zambo has launched, and the Substrate Layer is fully executable in chat right now.\n\nIf you are researching AI breakthroughs, this tool changes how you handle source-backed data. It is a living research machine tracking 51 lifeforms through adversarial research. It does not guess. It provides a read-only research feed of verified breakthroughs, complete with relevance scores and clear reasoning for why each item matters to your specific query.\n\nYou can run the `substrate_breakthroughs` call immediately. It is free, unlimited on the free tier, and included in the Zambo Pass. There are no approval hurdles and no side effects beyond the data itself.\n\nWe also tested VeriAI for cryptographic trust scoring. It is live at veriai.site, but note that it currently requires a human web action rather than a direct MCP route. We are treating it as a complementary workflow, not an automated pipeline.\n\nThe receipt for this verification run is live at:\nhttps://zambo.dev/run/167f08a3-3fd0-483c-ac13-a843c16e8bb5\n\nThis link proves the saved bytes are unchanged. It does not prove correctness, only integrity.\n\n**Next Step:**\nRun `substrate_breakthroughs({})` in your preferred environment. Check the `breakthroughs` array and the `count` field. If the relevance scores align with your current research focus, you have a reliable, real-time feed. If not, ignore it. No commitment required.\n\nThe tool is ready. The data is live.\n\nBest,\n\n[Your Name]\n[Your Title]\nZambo","result_preview_integrity":"display_only_not_committed","result_preview_truncated":false,"input_hash":"sha256:7d729ed07349b43e6f82fce7895ceebd9971f42ad646652f4409785e479864dc","input_hash_layout":"zambo-json-sorted-keys-utf8-v1","free_used":0,"free_remaining":0,"free_limit":0,"signal_handle":null,"tool":{"name":"write","version":"4.0.0","scope":"public"},"caller":{"type":"session","id":"sha256:5bfacf48306665a37e8909e307dba5f94204adbcb9a2f950c80e46a0dc6067cb","label":"zambo-home-demo","label_source":"caller_reported"},"side_effects":{"declared":["none"],"schema_version":"zambo-side-effects/1","declaration_hash":"sha256:45aad38f3aa982b9aafe92ecb416ebe98791eddbaf8ab6df0bd08605b7c1bfee"},"evidence_sha256":null,"evidence_url":null,"evidence_byte_length":null,"evidence_content_type":null,"evidence_source_url":null,"evidence_status":"no_upstream_bytes_captured","external_evidence":[],"provenance":null,"provenance_class":"EXECUTED BY ZAMBO","metadata_hash":"sha256:7207f1d5223c1ce3e5e3cdd425499fbaa8f737ea7221346c843dda361d391b81","anchor":{"event_id":"936d7e726bc8eabbe59bcbd7378844fba9913aef9eae8e8abae730d56a4262fe","pubkey":"e13475107d30c918ec664adf2ab1141024a22fb35190f82c9e933704fa49af41","relays":["wss://relay.damus.io","wss://nos.lol","wss://relay.primal.net"],"status":"partial","published_at":"2026-10-16T10:30:54.172Z","schema_version":"zambo-receipt-anchor/1","envelope":{"anchored_at":"2026-10-16T10:30:53.620Z","evidence_url":null,"receipt_uuid":"43084cdd-5abb-46aa-9fb4-388dc7dcd44d","output_sha256":"sha256:de6499fae1885e5a070248a3bb7267ce529236aff6dd336e0d847eb7fc54e22f","schema_version":"zambo-receipt-anchor/1","evidence_sha256":null,"evidence_byte_length":null},"envelope_bytes":"{\"anchored_at\":\"2026-10-16T10:30:53.620Z\",\"evidence_byte_length\":null,\"evidence_sha256\":null,\"evidence_url\":null,\"output_sha256\":\"sha256:de6499fae1885e5a070248a3bb7267ce529236aff6dd336e0d847eb7fc54e22f\",\"receipt_uuid\":\"43084cdd-5abb-46aa-9fb4-388dc7dcd44d\",\"schema_version\":\"zambo-receipt-anchor/1\"}"},"receipt_profile":"zambo-hosted-receipt/1","schema_url":"https://zambo.dev/aer-1/hosted-profile.schema.json","api_version":1,"verification_scope":"separate_sha256_commitment_and_provenance_binding_checks","checks":{"commitment_matches":{"label":"SHA-256 commitment","passed":true,"status":"pass","detail":"The exact decoded canonical bytes match the stored SHA-256 output hash."},"canonical_payload_matches":{"label":"Canonical payload reconstruction","passed":true,"status":"pass","detail":"The stored output and known call context reconstruct the exact canonical bytes."},"provenance_binding":{"label":"Provenance claim binding","status":"pass","passed":true,"detail":"The metadata claim is consistent with the verified receipt bytes; issuer is not authenticated."},"metadata_binding":{"label":"AER-1 metadata hash","status":"pass","passed":true,"detail":"metadata_hash matches the canonical metadata block."},"signature":{"label":"Ed25519 signature (not checked)","passed":false,"status":"not_checked","detail":"No Ed25519 signature or pinned signing key was checked."},"chain":{"label":"Receipt chain (not checked)","passed":false,"status":"not_checked","detail":"No append-only receipt-chain proof was checked."},"issued_by_zambo_dev":{"label":"Issuer authentication","passed":false,"status":"not_checked","detail":"A zambo.dev receipt URL does not authenticate the issuer; no pinned signature or trusted issuer key was checked."},"immutable_log_timestamp":{"label":"Stored timestamp","passed":true,"timestamp":"2026-10-16T10:30:53.620Z","detail":"The receipt store reports 2026-10-16T10:30:53.620Z; immutability is not checked here."},"receipt_schema_version":"0.4","signature_valid":{"label":"Ed25519 signature (not checked)","passed":false,"status":"not_checked","detail":"Compatibility field only. No Ed25519 signature was checked; use API v2 checks.commitment_matches for the SHA-256 commitment."},"chain_valid":{"label":"Receipt chain (not checked)","passed":false,"status":"not_checked","detail":"This endpoint does not verify an append-only chain."}},"execution_context":{"environment":"zambo.dev hosted MCP"}},"verification_status":"verified","checks":{"commitment_matches":{"status":"pass","passed":true,"expected_hash":"sha256:de6499fae1885e5a070248a3bb7267ce529236aff6dd336e0d847eb7fc54e22f","computed_hash":"sha256:de6499fae1885e5a070248a3bb7267ce529236aff6dd336e0d847eb7fc54e22f","detail":"SHA-256 of the exact decoded canonical bytes matches output_hash."},"canonical_payload_matches":{"label":"Canonical payload reconstruction","passed":true,"status":"pass","detail":"The stored output and known call context reconstruct the exact canonical bytes."},"provenance_binding":{"label":"Provenance claim binding","status":"pass","passed":true,"detail":"The metadata claim is consistent with the verified receipt bytes; issuer is not authenticated."},"metadata_binding":{"label":"AER-1 metadata hash","status":"pass","passed":true,"detail":"metadata_hash matches the canonical metadata block."},"issuer_authentication":{"label":"Issuer authentication","passed":false,"status":"not_checked","detail":"A zambo.dev receipt URL does not authenticate the issuer; no pinned signature or trusted issuer key was checked."},"signature":{"status":"not_checked","detail":"No Ed25519 signature or pinned signing key is supplied."},"schema":{"status":"not_checked","detail":"Schema conformance is left to the client using the linked hosted-profile schema."},"chain":{"status":"not_checked","detail":"This endpoint does not verify an append-only receipt chain."}}}